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attention_kindselective_n_heads4_seed1340/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_9/attention_kindselective_n_heads4_seed1340", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 4, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": 8750, "warmup_steps": 500, "group": "wider_is_better_9", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1340, "memory_penalty_epsilon": 0.1, "selection_head_linear_combo": "none", "selection_head_linear_combo_scale": 1.0, "protection_kind": "none", "leaky_relu_alpha": null, "leaky_relu_bias": null, "use_compile": true, "use_mini_model": false, "upload_to_hf": true, "seq_len": 256, "batch_size": 120, "total_batch_size": 61440, "protection_head_scaling_factor": 1.0, "protection_head_bias": 0.0, "n_sliced_masks": null, "n_latent_masks": null, "mask_layernorm": false, "residual_attention_masks": false, "compute_base_shapes": false, "base_shapes_savefile": null, "mup": true, "disable_selection": false, "mup_enable_coord_check_logging": false, "max_lr":
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_9/attention_kindselective_n_heads4_seed1340", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 4, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": 8750, "warmup_steps": 500, "group": "wider_is_better_9", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1340, "memory_penalty_epsilon": 0.1, "selection_head_linear_combo": "none", "selection_head_linear_combo_scale": 1.0, "protection_kind": "none", "leaky_relu_alpha": null, "leaky_relu_bias": null, "use_compile": true, "use_mini_model": false, "upload_to_hf": true, "seq_len": 256, "batch_size": 120, "total_batch_size": 61440, "protection_head_scaling_factor": 1.0, "protection_head_bias": 0.0, "n_sliced_masks": null, "n_latent_masks": null, "mask_layernorm": false, "residual_attention_masks": false, "compute_base_shapes": false, "base_shapes_savefile": null, "mup": true, "disable_selection": false, "mup_enable_coord_check_logging": false, "max_lr": 4e-05, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "4e-5_61440_4_1340", "n_embd": 256}
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attention_kindselective_n_heads4_seed1340/log2.txt
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max_steps: 8750
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0 val loss 11.2709
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0 val perplexity
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| 1 |
max_steps: 8750
|
| 2 |
0 val loss 11.2709
|
| 3 |
+
0 val perplexity 78503.8281
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| 4 |
+
0 val loss 11.2709
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| 5 |
+
0 val perplexity 78503.8281
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| 6 |
+
0 train 11.277061 (lr=1.0000e-07) (hash(x)=164406924)
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| 7 |
+
0 train 11.277061 (lr=8.0000e-08) (hash(x)=164406924)
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| 8 |
+
100 val loss 10.0260
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| 9 |
+
100 val perplexity 22607.1387
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| 10 |
+
100 train 9.988957 (lr=1.0100e-05) (hash(x)=144903932)
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| 11 |
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100 val loss 10.0925
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| 12 |
+
100 val perplexity 24160.8594
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| 13 |
+
100 train 10.055962 (lr=8.0800e-06) (hash(x)=144903932)
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| 14 |
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200 val loss 9.5168
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| 15 |
+
200 val perplexity 13586.6348
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| 16 |
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200 train 9.577106 (lr=2.0100e-05) (hash(x)=167734596)
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| 17 |
+
200 val loss 9.6049
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| 18 |
+
200 val perplexity 14837.5244
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| 19 |
+
200 train 9.662758 (lr=1.6080e-05) (hash(x)=167734596)
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| 20 |
+
300 val loss 8.3659
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| 21 |
+
300 val perplexity 4298.1421
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| 22 |
+
300 train 8.395082 (lr=3.0100e-05) (hash(x)=149619098)
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| 23 |
+
300 val loss 8.5073
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| 24 |
+
300 val perplexity 4950.7749
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| 25 |
+
300 train 8.541262 (lr=2.4080e-05) (hash(x)=149619098)
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| 26 |
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400 val loss 7.6858
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| 27 |
+
400 val perplexity 2177.2568
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| 28 |
+
400 train 7.588470 (lr=4.0100e-05) (hash(x)=153710890)
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| 29 |
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400 val loss 7.7435
|
| 30 |
+
400 val perplexity 2306.5437
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| 31 |
+
400 train 7.660269 (lr=3.2080e-05) (hash(x)=153710890)
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| 32 |
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500 val loss 7.5081
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| 33 |
+
500 val perplexity 1822.7219
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| 34 |
+
500 val loss 7.4949
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| 35 |
+
500 val perplexity 1798.8890
|
| 36 |
+
500 train 7.599987 (lr=5.0000e-05) (hash(x)=145450636)
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| 37 |
+
500 train 7.588236 (lr=4.0000e-05) (hash(x)=145450636)
|
| 38 |
+
600 val loss 7.3629
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| 39 |
+
600 val perplexity 1576.3440
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| 40 |
+
600 train 7.224650 (lr=3.9987e-05) (hash(x)=145249251)
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| 41 |
+
600 val loss 7.3735
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| 42 |
+
600 val perplexity 1593.1895
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| 43 |
+
600 train 7.235652 (lr=4.9984e-05) (hash(x)=145249251)
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| 44 |
+
700 val loss 7.2708
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| 45 |
+
700 val perplexity 1437.7072
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| 46 |
+
700 train 7.395315 (lr=3.9948e-05) (hash(x)=150475545)
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| 47 |
+
700 val loss 7.2930
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| 48 |
+
700 val perplexity 1469.9099
|
| 49 |
+
700 train 7.411776 (lr=4.9935e-05) (hash(x)=150475545)
|
| 50 |
+
800 val loss 7.1754
|
| 51 |
+
800 val perplexity 1306.9037
|
| 52 |
+
800 train 7.144771 (lr=3.9883e-05) (hash(x)=144483776)
|
| 53 |
+
800 val loss 7.2191
|
| 54 |
+
800 val perplexity 1365.2955
|
| 55 |
+
800 train 7.187092 (lr=4.9853e-05) (hash(x)=144483776)
|
| 56 |
+
900 val loss 7.0760
|
| 57 |
+
900 val perplexity 1183.2659
|
| 58 |
+
900 train 7.180530 (lr=3.9792e-05) (hash(x)=157916369)
|
| 59 |
+
900 val loss 7.1320
|
| 60 |
+
900 val perplexity 1251.3336
|
| 61 |
+
900 train 7.237772 (lr=4.9739e-05) (hash(x)=157916369)
|
| 62 |
+
1000 val loss 6.9951
|
| 63 |
+
1000 val perplexity 1091.2765
|
| 64 |
+
1000 train 7.012112 (lr=3.9675e-05) (hash(x)=154856891)
|
| 65 |
+
1000 val loss 7.0521
|
| 66 |
+
1000 val perplexity 1155.2704
|
| 67 |
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